They don’t tell you what stations they use, but they compute a QC analysis for each variable using specific stations around the site. Then the error is calculated from that analysis. It’s not always perfect and there’s times you can toss it during mesoscale effects (ie a seabreeze only at BOS), but generally it works pretty well.